Contents:
AdvancedDecoder3D
AffineReg3D
AffineTransformer
Conv3dReLU
ConvNeXtSynthHead3D
Decoder
DecoderBlock
DefSwinTransformer
DefSwinTransformerV2
DoubleConv3d
EfficientAdvancedSynthHead3D
GroupNet3D
HyperTransMorphTVF
HyperTransMorphTVFSPR
HyperVFA
HyperVFASPR
HyperVxmDense
ListBatchSampler
MeanStream
PreAffineToTemplate
RegistrationHead
SSLHead1Lvl
SSLHeadNLvl
SpatialTransformer
SwinTransformer
SynthesisHead3D
SynthesisHead3DAdvanced
TemplateCreation
TransMorph
TransMorphAffine
TransMorphTVF
TransMorphTVFSPR
TransVFA
VFA
VFASPR
VecInt
VxmDense
Warp3d
convex_adam_MIND()
convex_adam_MIND_SPR()
convex_adam_features()
convex_adam_seg_features()
convex_adam_vfa()
ensemble_average()
fit_warp_to_svf()
fit_warp_to_svf_fast()
get_3DTransMorph3Lvl_config()
get_3DTransMorphDWin3Lvl_config()
get_3DTransMorphLarge_config()
get_3DTransMorphLrn_config()
get_3DTransMorphNoConvSkip_config()
get_3DTransMorphNoRelativePosEmbd_config()
get_3DTransMorphNoSkip_config()
get_3DTransMorphNoTransSkip_config()
get_3DTransMorphRelativePosEmbdSimple_config()
get_3DTransMorphSin_config()
get_3DTransMorphSmall_config()
get_3DTransMorphTiny_config()
get_3DTransMorph_config()
get_ConvexAdam_MIND_brain_default_config()
get_VFA_default_config()
get_VXM_1_config()
get_VXM_BJ_config()
get_VXM_default_config()
grid_to_flow()
invert_warp_via_velocity()
make_epoch_batches()
AverageMeter
Logger
MultiResPatchSampler3D
RandomPatchSampler3D
SLANT_label_reassign()
get_cmap()
load_partial_weights()
make_affine_from_pixdim()
mk_grid_img()
pad_image()
pkload()
resample_to_orginal_space_and_save()
savepkl()
sliding_window_inference()
write2csv()
zoom_img()
CompRecon
CorrRatio
DiceLoss
DiceSegLoss
FastNCC
LocalCorrRatio
MIND_loss
MutualInformation
NCC
NCC_fp16
NCC_gauss
NCC_mok
NCC_mok2
NCC_vfa
NCC_vxm
PCC
SSIM2D
SSIM3D
SegmentationLoss
create_window()
create_window_3D()
gaussian()
localMutualInformation
ssim()
ssim3D()
DisplacementRegularizer
Grad2D
Grad3DiTV
Grad3d
GradICON3d
GradICONExact3d
KL_divergence
LocalGrad3d
MultiVariateKL_divergence
logBeta
logGaussian
calc_J_i()
calc_Jstar_1()
calc_Jstar_2()
calc_jac_dets()
calc_measurements()
dice_val_VOI()
dice_val_all()
dice_val_substruct()
get_identity_grid()
Composite reconstruction loss for image synthesis.
Classes
CompRecon(*args, **kwargs)
Composite loss for image synthesis without GANs: